Ales Zamuda

According to our database1, Ales Zamuda authored at least 44 papers between 2007 and 2019.

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Bibliography

2019
Forecasting Cryptocurrency Value by Sentiment Analysis: An HPC-Oriented Survey of the State-of-the-Art in the Cloud Era.
Proceedings of the High-Performance Modelling and Simulation for Big Data Applications, 2019

Towards Human Cell Simulation.
Proceedings of the High-Performance Modelling and Simulation for Big Data Applications, 2019

Distance based parameter adaptation for Success-History based Differential Evolution.
Swarm Evol. Comput., 2019

An Approach to Multi-Objective Path Planning Optimization for Underwater Gliders.
Sensors, 2019

Success history applied to expert system for underwater glider path planning using differential evolution.
Expert Syst. Appl., 2019

Hot off the press in expert systems on underwater robotic missions: success history applied to differential evolution for underwater glider path planning.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Binary 100-digit challenge using IEEE-754 coded numerical optimization scenarios (100b-digit) and V-shape binary distance-based success history differential evolution (DISHv).
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Function evaluations upto 1e+12 and large population sizes assessed in distance-based success history differential evolution for 100-digit challenge and numerical optimization scenarios (DISHchain 1e+12): a competition entry for "100-digit challenge, and four other numerical optimization competitions" at the genetic and evolutionary computation conference (CECCO) 2019.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

DISH Algorithm Solving the CEC 2019 100-Digit Challenge.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Cooperative Model of Evolutionary Algorithms Applied to CEC 2019 Single Objective Numerical Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

On Tenfold Execution Time in Real World Optimization Problems with Differential Evolution in Perspective of Algorithm Design.
Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

A black-box discrete optimization benchmarking (BB-DOB) pipeline survey: taxonomy, evaluation, and ranking.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017
Distance based parameter adaptation for differential evolution.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Stability selection using a genetic algorithm and logistic linear regression on healthcare records.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Adaptive constraint handling and Success History Differential Evolution for CEC 2017 Constrained Real-Parameter Optimization.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Hybrid Societies: Challenges and Perspectives in the Design of Collective Behavior in Self-organizing Systems.
Front. Robotics and AI, 2016

Constrained differential evolution optimization for underwater glider path planning in sub-mesoscale eddy sampling.
Appl. Soft Comput., 2016

Steady success clusters in Differential Evolution.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Improving constrained glider trajectories for ocean eddy border sampling within extended mission planning time.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Tiled EvoLisa image evolution with blending triangle brushstrokes and gene compression DE.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Self-adaptive control parameters' randomization frequency and propagations in differential evolution.
Swarm Evol. Comput., 2015

Differential Evolution Control Parameters Study for Self-Adaptive Triangular Brushstrokes.
Informatica (Slovenia), 2015

Editors' Introduction to the Special Issue on "Bioinspired Optimization".
Informatica (Slovenia), 2015

Underwater Glider Path Planning and Population Size Reduction in Differential Evolution.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015

2014
Vectorized procedural models for animated trees reconstruction using differential evolution.
Inf. Sci., 2014

Differential evolution and underwater glider path planning applied to the short-term opportunistic sampling of dynamic mesoscale ocean structures.
Appl. Soft Comput., 2014

Some Improvements of the Self-Adaptive jDE Algorithm.
Proceedings of the 2014 IEEE Symposium on Differential Evolution, 2014

2013
Environmental framework to visualize emergent artificial forest ecosystems.
Inf. Sci., 2013

Differential evolution and differential ant-stigmergy on dynamic optimisation problems.
Int. J. Systems Science, 2013

Structured Population Size Reduction Differential Evolution with Multiple Mutation Strategies on CEC 2013 real parameter optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Real Parameter Single Objective Optimization using self-adaptive differential evolution algorithm with more strategies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Population Reduction Differential Evolution with Multiple Mutation Strategies in Real World Industry Challenges.
Proceedings of the Swarm and Evolutionary Computation, 2012

Tree model reconstruction innovization using multi-objective differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Self-adaptive differential evolution algorithm with a small and varying population size.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Differential evolution for parameterized procedural woody plant models reconstruction.
Appl. Soft Comput., 2011

Constrained real-parameter optimization using a Differential Evolution algorithm.
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011

2010
History mechanism supported differential evolution for chess evaluation function tuning.
Soft Comput., 2010

Large scale global optimization using self-adaptive differential evolution algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Differential Evolution with Self-adaptation and Local Search for Constrained Multiobjective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Dynamic optimization using Self-Adaptive Differential Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Large Scale Global Optimization using Differential Evolution with self-adaptation and cooperative co-evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

High-dimensional real-parameter optimization using Self-Adaptive Differential Evolution algorithm with population size reduction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Differential evolution for multiobjective optimization with self adaptation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007


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